Logo Logo

Publications by Koutsouleris, Nikolaos

Up a level
Export as [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | Date
Number of items: 21.

Journal article

Franzmeier, Nicolai; Koutsouleris, Nikolaos; Benzinger, Tammie; Goate, Alison; Karch, Celeste M.; Fagan, Anne M.; McDade, Eric; Duering, Marco; Dichgans, Martin; Levin, Johannes; Gordon, Brian A.; Lim, Yen Ying; Masters, Colin L.; Rossor, Martin; Fox, Nick C.; O'Connor, Antoinette; Chhatwal, Jasmeer; Salloway, Stephen; Danek, Adrian; Hassenstab, Jason; Schofield, Peter R.; Morris, John C.; Bateman, Randall J.; Ewers, Michael (2020): Predicting sporadic Alzheimer's disease progression via inherited Alzheimer's disease‐informed machine‐learning. In: Alzheimers & Dementia, Vol. 16, No. 3: pp. 501-511 [PDF, 2MB]

Koutsouleris, Nikolaos; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Rosen, Marlene; Ruef, Anne; Dwyer, Dominic B.; Paolini, Marco; Chisholm, Katharine; Kambeitz, Joseph; Haidl, Theresa; Schmidt, Andre; Gillam, John; Schultze-Lutter, Frauke; Falkai, Peter ORCID: 0000-0003-2873-8667; Reiser, Maximilian; Riecher-Rossler, Anita; Upthegrove, Rachel; Hietala, Jarmo; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Beque, Dirk; Brambilla, Paolo; Borgwardt, Stefan (2018): Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression A Multimodal, Multisite Machine Learning Analysis. In: Jama Psychiatry, Vol. 75, No. 11: pp. 1156-1172

Koutsouleris, Nikolaos; Wobrock, Thomas; Guse, Birgit; Langguth, Berthold; Landgrebe, Michael; Eichhammer, Peter; Frank, Elmar; Cordes, Joachim; Woelwer, Wolfgang; Musso, Francesco; Winterer, Georg; Gäbel, Wolfgang; Hajak, Goeran; Ohmann, Christian; Verde, Pablo E.; Rietschel, Marcella; Ahmed, Raees; Honer, William G.; Dwyer, Dominic; Ghaseminejad, Farhad; Dechent, Peter; Malchow, Berend; Kreuzer, Peter M.; Poeppl, Tim B.; Schneider-Axmann, Thomas; Falkai, Peter ORCID: 0000-0003-2873-8667; Hasan, Alkomiet (2018): Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis. In: Schizophrenia Bulletin, Vol. 44, No. 5: pp. 1021-1034

Dwyer, Dominic B.; Cabral, Carlos; Kambeitz-Ilankovic, Lana; Sanfelici, Rachele; Kambeitz, Joseph; Calhoun, Vince; Falkai, Peter ORCID: 0000-0003-2873-8667; Pantelis, Christos; Meisenzahl, Eva; Koutsouleris, Nikolaos (2018): Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia. In: Schizophrenia Bulletin, Vol. 44, No. 5: pp. 1060-1069

Shang, Jing; Baeuml, Josef G.; Koutsouleris, Nikolaos; Daamen, Marcel; Baumann, Nicole; Zimmer, Claus; Bartmann, Peter; Böcker, Henning; Wolke, Dieter; Sorg, Christian (2018): Decreased BOLD fluctuations in lateral temporal cortices of premature born adults. In: Human Brain Mapping, Vol. 39, No. 12: pp. 4903-4912

Rozycki, Martin; Satterthwaite, Theodore D.; Koutsouleris, Nikolaos; Erus, Guray; Doshi, Jimit; Wolf, Daniel H.; Fan, Yong; Gur, Raquel E.; Gur, Ruben C.; Meisenzahl, Eva M.; Zhuo, Chuanjun; Ying, Hong; Yan, Hao; Yue, Weihua; Zhang, Dai; Davatzikos, Christos (2018): Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals. In: Schizophrenia Bulletin, Vol. 44, No. 5: pp. 1035-1044

Chekroud, Adam M.; Foster, David; Zheutlin, Amanda B.; Gerhard, Danielle M.; Roy, Brita; Koutsouleris, Nikolaos; Chandra, Abhishek; Esposti, Michelle Degli; Subramanyan, Girish; Gueorguieva, Ralitza; Paulus, Martin; Krystal, John H. (2018): Predicting Barriers to Treatment for Depression in a US National Sample: A Cross-Sectional, Proof-of-Concept Study. In: Psychiatric Services, Vol. 69, No. 8: pp. 927-934

Kambeitz, Joseph; Cabral, Carlos; Sacchet, Matthew D.; Gotlib, Ian H.; Zahn, Roland; Serpa, Mauricio H.; Walter, Martin; Falkai, Peter ORCID: 0000-0003-2873-8667; Koutsouleris, Nikolaos (2017): Detecting Neuroimaging Biomarkers for Depression: A Meta-analysis of Multivariate Pattern Recognition Studies. In: Biological Psychiatry, Vol. 82, No. 5: pp. 330-338

Kalman, Janos; Budde, Monika; Dwyer, Dominic; Papiol, Sergi; Anderson-Schmidt, Heike; Gade, Katrin; Heilbronner, Urs; Andlauer, Till F. M.; Reininghaus, Eva; Falkai, Peter ORCID: 0000-0003-2873-8667; Schulze, Thomas; Koutsouleris, Nikolaos (2017): Using Machine Learning To Build Individualized Prediction Models Of Future Quality Of Life In Psychosis Patients. In: European Neuropsychopharmacology, Vol. 27: S464-S464

Reniers, Renate L. E. P.; Lin, Ashleigh; Yung, Alison R.; Koutsouleris, Nikolaos; Nelson, Barnaby; Cropley, Vanessa L.; Velakoulis, Dennis; McGorry, Patrick D.; Pantelis, Christos; Wood, Stephen J. (2017): Neuroanatomical Predictors of Functional Outcome in Individuals at Ultra-High Risk for Psychosis. In: Schizophrenia Bulletin, Vol. 43, No. 2: pp. 449-458

Koutsouleris, Nikolaos; Falkai, Peter ORCID: 0000-0003-2873-8667 (2017): Using machine learning to predict outcomes in psychosis. In: Schizophrenia Bulletin, Vol. 43: S88-S88

Gifford, George; Crossley, Nicolas; Fusar-Poli, Paolo; Schnack, Hugo G.; Kahn, René S.; Koutsouleris, Nikolaos; Cannon, Tyrone D.; McGuire, Philip (2017): Using neuroimaging to help predict the onset of psychosis. In: Neuroimage, Vol. 145: pp. 209-217

Koutsouleris, Nikolaos; Kahn, René S.; Chekroud, Adam M.; Leucht, Stefan; Falkai, Peter ORCID: 0000-0003-2873-8667; Wobrock, Thomas; Derks, Eske M.; Fleischhacker, Wolfgang W.; Hasan, Alkomiet (2016): Multisite prediction of 4-week and 52-week treatment outcomes in patients with first-episode psychosis: a machine learning approach. In: Lancet Psychiatry, Vol. 3, No. 10: pp. 935-946

Kambeitz-Ilankovic, Lana; Meisenzahl, Eva M.; Cabral, Carlos; Saldern, Sebastian von; Kambeitz, Joseph; Falkai, Peter ORCID: 0000-0003-2873-8667; Möller, Hans-Jürgen; Reiser, Maximilian; Koutsouleris, Nikolaos (2016): Prediction of outcome in the psychosis prodrome using neuroanatomical pattern classification. In: Schizophrenia Research, Vol. 173, No. 3: pp. 159-165

Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Cabral, Carlos; Dwyer, Dominic B.; Calhoun, Vince D.; Heuvel, Martijn P. van den; Falkai, Peter ORCID: 0000-0003-2873-8667; Koutsouleris, Nikolaos; Malchow, Berend (2016): Aberrant Functional Whole-Brain Network Architecture in Patients With Schizophrenia: A Meta-analysis. In: Schizophrenia Bulletin, Vol. 42: S13-S21

Cabral, Carlos; Kambeitz-Ilankovic, Lana; Kambeitz, Joseph; Calhoun, Vince D.; Dwyer, Dominic B.; Saldern, Sebastian von; Urquijo, Maria F.; Falkai, Peter ORCID: 0000-0003-2873-8667; Koutsouleris, Nikolaos (2016): Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance. In: Schizophrenia Bulletin, Vol. 42: S110-S117

Schmitt, Andrea; Rujescu, Dan; Gawlik, Micha; Hasan, Alkomiet; Hashimoto, Kenji; Iceta, Sylvain; Jarema, Marek; Kambeitz, Joseph; Kasper, Siegfried; Keeser, Daniel; Kornhuber, Johannes; Koutsouleris, Nikolaos; Lanzenberger, Rupert; Malchow, Berend; Saoud, Mohamed; Spies, Marie; Stoeber, Gerald; Thibaut, Florence; Riederer, Peter; Falkai, Peter ORCID: 0000-0003-2873-8667 (2016): Consensus paper of the WFSBP Task Force on Biological Markers: Criteria for biomarkers and endophenotypes of schizophrenia part II: Cognition, neuroimaging and genetics. In: World Journal of Biological Psychiatry, Vol. 17, No. 6: pp. 406-428

Palm, Ulrich; Segmiller, Felix M.; Epple, Ann Natascha; Freisleder, Franz-Joseph; Koutsouleris, Nikolaos; Schulte-Körne, Gerd; Padberg, Frank (2016): Transcranial direct current stimulation in children and adolescents: a comprehensive review. In: Journal of Neural Transmission, Vol. 123, No. 10: pp. 1219-1234

Bendfeldt, Kerstin; Smieskova, Renata; Koutsouleris, Nikolaos; Klöppel, Stefan; Schmidt, André; Walter, Anna; Harrisberger, Fabienne; Wrege, Johannes; Simon, Andor; Taschler, Bernd; Nichols, Thomas; Riecher-Rössler, Anita; Lang, Undine E.; Radue, Ernst-Wilhelm; Borgwardt, Stefan (2015): Classifying individuals at high-risk for psychosis based on functional brain activity during working memory processing. In: Neuroimage-Clinical, Vol. 9: pp. 555-563 [PDF, 762kB]

Mühlau, Mark; Winkelmann, Juliane; Rujescu, Dan; Giegling, Ina; Koutsouleris, Nikolaos; Gaser, Christian; Arsic, Milan; Weindl, Adolph; Reiser, Maximilian; Meisenzahl, Eva M. (2012): Variation within the Huntington's disease gene influences normal brain structure.
In: PLOS ONE 7(1), e29809 [PDF, 516kB]

Book Section

Dwyer, Dominic B.; Falkai, Peter ORCID: 0000-0003-2873-8667; Koutsouleris, Nikolaos (2018): Machine Learning Approaches for Clinical Psychology and Psychiatry. In: UNSPECIFIED Annual Reviews. pp. 91-118

This list was generated on Wed Aug 12 02:16:30 2020 CEST.